{"id":"W4311034996","doi":"10.1101/2022.12.09.519789","title":"Antimicrobial susceptibility testing for diverse <i>Malassezia</i> species","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Malassezia; Itraconazole; Antimicrobial; Terbinafine; Biology; Antifungal; Microbiology; Artemisinin; Dermatology; Medicine; Immunology; Malaria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005387376,0.0004871459,0.0003979332,0.0007692233,0.0002076887,0.0004685223,0.0002722981,0.0004017149,0.001821217],"category_scores_gemma":[0.0006878295,0.0001227276,0.000391389,0.0007353784,0.000184036,0.0002761958,0.0003682621,0.0003925758,0.0005824985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490896,"about_ca_system_score_gemma":0.0001196961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181046,"about_ca_topic_score_gemma":0.0008350827,"domain_scores_codex":[0.999299,0.0001369916,0.00011247,0.0001683682,0.0002119168,0.00007117692],"domain_scores_gemma":[0.9996296,0.000077018,0.00009164222,0.00003389156,0.0001287231,0.00003909192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001626651,0.0000972353,0.01160409,0.0001172314,0.00002672472,0.0001133197,0.0000748212,0.0001347903,0.97973,0.00004414839,0.0001571722,0.007737802],"study_design_scores_gemma":[0.000008267239,0.0009457463,0.05255451,0.00003162671,0.00005885961,0.0008151629,0.0002318146,0.0005772499,0.9411519,0.00006963244,0.003539887,0.00001529108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844012,0.003180065,0.00488663,0.0002978604,0.00005958293,0.000135417,0.003332704,0.0002238905,0.003482663],"genre_scores_gemma":[0.9855737,0.001210231,0.008567765,0.0001160431,0.00001900227,0.00005804827,0.002718002,0.00003839524,0.001698773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821217,"threshold_uncertainty_score":0.006092608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321852107489734,"score_gpt":0.256097925946466,"score_spread":0.2228794048715686,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}